Crypto & trading — a classification, not a measurement. An on-box language model (Qwen3.6-35B-A3B-UD-Q6_K_XL, prompt version 1) read this channel’s own recent posts on 11 August 2026 and assigned it the closest of 31 fixed categories, at 93% confidence. This is a model’s judgement about what the channel is likely to be about, not a fact this register measured the way a subscriber count or a view count is measured — it can be revised on a later pass, and it carries no weight anywhere else on this page. How this classification works, and why it has no browse page of its own yet.
Observations
These are measurements, not verdicts. Each one below states something we counted, alongside the evidence it was counted from, so you can check it rather than take it. None of them is graded: every observation this register holds is recorded at severity 0, because the precision of the detectors behind them has not been measured yet, and a rating we cannot support is worse than none. Read each as a fact about the data, not as a judgement about the channel. How we measure.
Content that also appears on other registered channels
Posts published here appear word for word on 1 other registered channel. The matching is on the text itself, not on Telegram’s forward marker, so it finds a copy whether or not it was labelled as one.
Matching posts — open both and compare (6 of the pairs behind the counts below)
Text overlap is the Jaccard coefficient over the set of distinct three-word phrases in the two bodies: 1.00 is identical wording, and the threshold for counting a pair at all is 0.70. Candidates are generated by simhash LSH (4 x 16-bit bands, exact Hamming <= 3) verified against the bodies with Jaccard over the SET of distinct 3-word shingles. Published first counts which side of each matching pair carries the earlier timestamp — in this corpus, which is the limitation directly below.
What this cannot establish
MEASURED, DOMINANT ERROR SOURCE: a post ingested before 2026-08-06 may have carried a forward header that was not recorded. A 45-pair hand-check against live t.me pages found 14 (31%) where the live page shows a forward header naming the other channel and the database has none, plus 4 more (9%) naming a third party. The text match itself was wrong 0 times out of 45. Read attribution_capture.items_in_trusted_window before treating the unattributed count as a claim.
Telegram lets a channel forward a post with a header naming the source, and we only began reliably recording that header on 2026-08-06. 1 of the 16 matches recorded here fall after that date and carried no header when we read them. The rest predate reliable capture and are not evidence either way.
“Published first” means first in this corpus. We hold 20 comparable posts for this entry, running 11 July 2026 to 7 August 2026. A channel we have read one page deep will look younger than a neighbour we have read in full, and the order would flip with no change in the underlying facts.
The detector’s own notes on this observation, as it recorded them. Names in this_style are fields of the underlying evidence record, which the plain-English paragraphs above read out for this entry.
Verbatim republication has three causes and the text separates only two: a clone/mirror, unattributed copy-paste, or BOTH channels copying a common third source that neither attributes. The spread filter (content held by at most 8 channels) reduces the third and does not remove it.
'Earliest' means earliest IN THIS CORPUS. A channel ingested one page deep will look younger than a neighbour ingested in full; corpus_coverage above is there to be checked before the direction is believed.
shared_verified_est extrapolates the sampled pass rate over the full narrow match count; sampled/passed are the numbers actually measured.
Absence of a forward header is not proof of intent: Telegram lets a channel disable forward attribution, and a credit written in the body is not parsed as attribution here (mention_edge_either_way above is the closest available signal).
Across the whole group of 2, the earliest publisher we hold is @cryptoadvisorMalaysia. That is a statement about our reading window, not a claim of authorship.
Recorded under the key clone_copy, last confirmed 7 August 2026. An observation that a later pass no longer finds is cleared, and a cleared observation is removed from this page rather than being shown struck through — we do not keep publishing a claim we have withdrawn. Dispute an observation.
Also posting the same content
This channel’s posts match, word for word or near enough, posts on 1 other registered channel, found by comparing text fingerprints across every channel on the register. That matching has been checked by hand against the live Telegram pages and found reliable — 0 wrong of 45 pairs re-read.
Which channel, if either, published first is deliberately not shown. The same hand-check found that reading wrong 18 of 45 times — 60%, no better than a coin flip — because it depends on how deep our own crawl happened to reach into each channel’s history, not on when the content was actually first posted. This list is ordered by subscriber count, the same as every other listing on this site, never by which channel we think came first. Word-for-word matching has several ordinary explanations besides copying — a channel mirroring itself, an unattributed repost, or two channels independently repeating the same wire story — and this measurement cannot tell those apart. How this is measured.
2 measurements taken within a single day. Dots are measurements; the straight line between them is drawn to join them, not to claim we know the path taken in between — snapshots are recorded only when a count changes, so gaps mean “no change observed”, never “interpolated”. The vertical axis spans 340–342 and does not start at zero.
Measurement log — every subscribers count we have recorded
Measured (UTC)
Subscribers
Change
7 Aug 2026, 21:06
341
no change
7 Aug 2026, 05:46
341
first reading
Engagement
20 posts held, back to 11 July 2026 — the reader has not yet reached the start of this channel’s public history, so older posts may sit further back, unread. Read across 1 pageof Telegram’s post history, 20 posts per page.
ERR · 30 days
6.69%
avg views ÷ 341 subscribers
Avg views / post
22.8
17 posts measured
Reaction rate
—
this channel exposes no reaction counts
Posts in window
17
of 20 held
ERR is average views per post over the last 30 days divided by subscribers, the definition TGStat uses, so this figure is comparable with the one you will see elsewhere. It falls structurally as a channel grows: a high ERR on a small channel and a low one on a large channel describe reach mathematics, not quality. We publish the figure and the sample it came from and pass no verdict on it.
ER is defined industry-wide as (forwards + reactions + comments) ÷ views— note the denominator is views, not subscribers. Telegram’s public web preview carries views and reactions but not forward or comment counts, so the reaction rate above is the reactions term only and is therefore a floor: the true ER for this channel is higher by an amount we have not measured and will not estimate.
What these figures were computed from
Window
Rolling 30 days · latest post in window 7 August 2026
Posts held
20 (11 July 2026 – 7 August 2026)
Views total
388
Reactions total
—
Forwards / comments
not exposed by the public surface — not measured, not estimated
Readings taken
7 Aug 2026, 05:46 UTC
Views are a single reading per post, taken at the time above. A post published in the last day or two is still accumulating views, which pulls the 30-day average down slightly. That is a property of the standard definition rather than a fault in it, so we keep the definition rather than “correcting” the number into something nobody can reproduce.
Precision. Telegram publishes view counts on its public widget in short form — 8.12K, 3.7M — so any reading at or above 1,000 reaches us rounded to three significant figures, and only counts below 1,000 are exact. Averages and rates derived from them are shown to the same precision rather than to the unit: a figure like 3,701,250 would assert digits nobody measured.
Reaction counts are published per emoji and rounded the same way, so a total below 1,000 is exact and a larger one is a sum that may carry a rounded component from each emoji above 1,000. Because it is a sum, it does not look rounded — read a large reaction total as three significant figures per contributing emoji rather than as the figure it prints.
HANGPA TRADER DI LEVEL MANA???
https://youtu.be/Bhr4UpAx0hA?si=-Wx-72u_G0g73rxC
semangat elit Jenisari Uthmaniah..
Adakah kita trader level student?
Atau level novice???
Atau level elit???
https://vt.tiktok.com/ZS4Hp83Re/
Infografik ni menjadi kayu ukur akan kemahiran dalam masa yg sama reputasi sekiranya berada dalam Kor Elit Jenisari Khalifah Uthmaniah..
https://osini.co/TipsKonsistenTrader2026
#usdhunter …
DAH SETELKAN KOMITMEN BULANAN?
alhamdulillah clear.. Setel semua
Sewa rumah✅
Installment kereta✅
Duit dapur✅
Education funds anak✅
Bayar hutang✅
So balance ada dlm 20-100 usd nak buat apa???
Kita menabung saham.. Pecahkan dalam 5-10 saham berpotensi dan mampu milik.. Kemudian beli kecik2 serendah 5 usd di apps Moomoo, rejister lelaju✅👇
https://j.moomoo.com/0CyXb3
Beli dan simpan berkala untuk tabungan
Kat sini …
BELAJAR TEKAN NAPSU DALAM TRADING..
https://osini.co/TipsKonsistenTrader2026
Pejam celik dari 2pm sampai 6.30 pm dah 4.12%..(trade masa Open London)
Cukup 5% je tutup..(nafsu kata ala hari masih muda, boleh henyak sampai 10-40% sehari)
Sedikit perkongsian berkenaan tazkiyatun nafs📱👇 semoga bermanfaat
https://www.facebook.com/share/v/1EbCckidGA/
"benda alah" ni perlukan latihan dan latihan ni hanya dapat dalam s…
JARANG TRADER NAK SHARE RESULTS..
https://osini.co/TipsKonsistenTrader2026
SO hari ni kita share client yg dah berjaya trade dan widraw hasil trading guna Ser Kombo Ea&Indi..
Semoga bermanfaat buat diri dan kluarga bagi yg dah beli dan guna utk trade..
Wiken trade crypto.. 💵
Wikdays trade gold..💰
Hari ni kita payung IP👇📲✅
*Results speak louder than word*
Mt4 id:
7485034
investor pasword: Invest123
Server PUP…
DARI PAHANG KE SERI MENANTI..
Jauh perjalanan luas keilmuan..insyaAllah
https://osini.co/TipsKonsistenTrader2026
dapat juga belajar sambil mengajar secara f2f.. Selalu jumpa dlm pesbuk je..
Kali ni dapek la bertemu 4 mata..
Muzakarah trading supaya sama2 dapat generate income utk bina aset disamping menyelesaikan komitmen bulanan masing2..
https://vt.tiktok.com/ZS4MQTm6K/
Sambil sharing kita bentuk fikir bagai…
PERNAH DENGAR "CHEAT KEBAL" ???
dalam game ada god mode..
Dalam realiti zaman Melaka dulu pernah peristiwa Laksmana Hang Jebat capai cheat code "god mode"bilamana berjaya menyandang keris Tamingsari dan berjaya tawan istana Melaka yg dikawal sekitar 400 pengawal..
Apa yg buat sampai 400 pengawal gerun dengan sosok Laksmana Hang Jebat?
Lagenda mengatakan pemegang keris Tamingsari menjadi"auto kebal" dan "tak lut se…
RAMAI SUKA BENDA YG DAPAT INCOME BULANAN..💰💰💰
LAGI BEST KALAU DAPAT HARIAN DAN BULANAN KAN???💵💵💵
So Banyak platform yg tawarkan benda2 mcam tu, dan mostly tak sampai setahun dah ghuyub dan gagal dijumpai..
So abam pun antara yg terkena dengan program2 tu, bukan sikit tapi amount banyak sampai jatuh terduduk la..🫣🫣🫣
Tapi jangan cepat menyerah,sebaliknya kita muhasabah dan cari apa yg boleh dilakukan instead of men…
Hangpa tanya den jawab..
KENAPA SETUP TU PENTING???
https://osini.co/AkaunClientProfitSempoy
1.setup tentukan halatuju trading harian, mingguan, bulanan dan tahunan😆😆😆
2.setup pentingkan risk management,yg mementingkan penjagaan modal vs keuntungan banyak..(perkara ni boleh disetting dalam bahagian input) 😅😅😅
3.Setting boleh pilih nak trade masa news, speach atau ldr sebab pilihan masing2 nak masuk masa2 kritika…
SKILL BASIC DALAM MENABUNG CRYPTO BERPOTENSI..
https://vm.tiktok.com/ZS4d4cwNj/
Beli Tao guna Usdt dimarket place👇📱✅ (boleh beli minima 10 usd)
https://vt.tiktok.com/ZSXV14tah/
1.cari top ten ke top 50 coin dalam list crypto
2.buat kajian secara menyeluruh tentang coin tersebut..
https://osini.co/CoinPotensi8kPersen
3.cari dan kaji apa yg ada kena mengena dengan trend masa kini seperti Ai,fintech dan lain2..
…
SIMTOM2 TRADER MERAJUK..
REFRESH MINDA..
https://osini.co/AkaunClientProfitSempoy
apa sudah jadi bila stoplost dan cutlost sudah tak diamalkan??
1.Modal ghuyub walaupun ada berkarung usd..
2.Akaun blow sebab tp tinggi..
3.Kepercayaan student terhakis sebab tak ditekan bab ni masa belajar..
4.jarang dapat profit asik merah je akaun..
5.dah malas nak trade sebah lost lagi banyak dari profit..
SO APA KENA BUAT?…
BENDA SIMPLE DAN PRAKTIKEL..
https://vt.tiktok.com/ZSXYkXNTd/
ramai ingat benda ni susah rupa2nya mudah..
Semua didepan mata dan dihujung jari je sebenarnya..
Nak beli saham Malaysia???
Nak beli Etf Us???
Nak beli Etf Emas???
dulu2 kita ingatkan entry level tu ribu riban..last2 bila tau je entry level sama kos mcm kita macam kita makan kat kedai tomyam bahkan lebih murah lagi🤭 rasa rugi je tak start awal..
Jo…
TRADER KENA PANDAI Skit, ILMU BALAGHAH..
https://osini.co/AkaunClientProfitSempoy
a.k.a ilmu perumpamaan..sebab dalam trading ni,banyak istilah yg sama dan lebih kurang..
So kena take note benda2 ni..lagi2 yg guna ea a.k.a expert advisor.. Dimana bahagian setting ni jadi nadi dalam pergerakan trading..
Betul setting cun je jalan profit✅
Salah setting akaun meninggal❌
So nampak macam simple tapi komplikated skit …
Showing the 12 most recent of 20 posts we hold for @copytradepadubeb. View and reaction counts are the latest single reading for each post, not a live figure, and a recent post is still accumulating both. A view count marked ≈ was rounded by Telegram before we ever saw it — t.me prints views in full below 1,000 and to three significant figures above, so ≈1,200,000 means somewhere between 1,150,000 and 1,249,999. Unmarked counts are exact. Text is reproduced from the public post preview and truncated for length.
Cite this entry
A live page changes as we take new readings, so a citation should name the measurement it is based on, not just the URL. The line below cites the subscriber count as measured 7 August 2026 — this
entry's latest reading, not the date you are reading this.
“Maktab Trading Fx” (@copytradepadubeb), 341 subscribers as measured 7 August 2026. Telegram Register, tgregister.com/channel/copytradepadubeb.
Full measurement history, CC BY 4.0. Every reading this register holds for this entry, not just the latest one, as a dated, downloadable record: CSV · JSON. Free to use with attribution to tgregister.com. Each file carries its own generation timestamp, which is the figure to cite for exactly when the data was retrieved.